Prediction-based dynamic resource allocation for video transcoding in cloud computing
This paper presents prediction-based dynamic resource allocation algorithms to scale video
transcoding service on a given Infrastructure as a Service cloud. The proposed algorithms …
transcoding service on a given Infrastructure as a Service cloud. The proposed algorithms …
Self‐adaptive prediction of cloud resource demands using ensemble model and subtractive‐fuzzy clustering based fuzzy neural network
Z Chen, Y Zhu, Y Di, S Feng - Computational intelligence and …, 2015 - Wiley Online Library
In IaaS (infrastructure as a service) cloud environment, users are provisioned with virtual
machines (VMs). To allocate resources for users dynamically and effectively, accurate …
machines (VMs). To allocate resources for users dynamically and effectively, accurate …
Load prediction and hot spot detection models for autonomic cloud computing
P Saripalli, GVR Kiran, RR Shankar… - 2011 fourth IEEE …, 2011 - ieeexplore.ieee.org
Cloud computing is leading to transformational changes with stringent requirements on
usability, performance and security over very heterogeneous workloads. Their run-time …
usability, performance and security over very heterogeneous workloads. Their run-time …
Prediction of atomic web services reliability for QoS-aware recommendation
While constructing QoS-aware composite work-flows based on service oriented systems, it is
necessary to assess nonfunctional properties of potential service selection candidates. In …
necessary to assess nonfunctional properties of potential service selection candidates. In …
Generalized nash equilibria for saas/paas clouds
Cloud computing is an emerging technology that allows to access computing resources on a
pay-per-use basis. The main challenges in this area are the efficient performance …
pay-per-use basis. The main challenges in this area are the efficient performance …
Integrating learning, optimization, and prediction for efficient navigation of swarms of drones
Swarms of drones are increasingly been used in a variety of monitoring and surveillance,
search and rescue, and photography and filming tasks. However, despite the growing …
search and rescue, and photography and filming tasks. However, despite the growing …
Scalable and accurate prediction of availability of atomic web services
The modern information systems on the Internet are often implemented as composite
services built from multiple atomic services. These atomic services have their interfaces …
services built from multiple atomic services. These atomic services have their interfaces …
Stream-based admission control and scheduling for video transcoding in cloud computing
This paper presents a novel approach for stream-based admission control and job
scheduling for video transcoding called SBACS (Stream-Based Admission Control and …
scheduling for video transcoding called SBACS (Stream-Based Admission Control and …
Prediction of atomic web services reliability based on k-means clustering
Contemporary web applications are often designed as composite services built by
coordinating atomic services with the aim of providing the appropriate functionality. Although …
coordinating atomic services with the aim of providing the appropriate functionality. Although …
Models and framework for supporting runtime decisions in web-based systems
M Andreolini, S Casolari, M Colajanni - ACM Transactions on the Web …, 2008 - dl.acm.org
Efficient management of distributed Web-based systems requires several mechanisms that
decide on request dispatching, load balance, admission control, request redirection. The …
decide on request dispatching, load balance, admission control, request redirection. The …